(Keigo Yamada)

博士後期課程 2年

研究テーマ
・高次元データに対するスパ―スセンシング位置最適化

経歴
・2021.4-               日本学術振興会 特別研究員DC1 “流れのリアルタイム制御を可能にする動的スパース観測の実現”

・2019.4-2021.3     公益財団法人山岡育英会　奨学生

学歴
・2021.4-               東北大学大学院工学研究科航空宇宙工学専攻博士後期課程

・2019.4-2021.3     東北大学大学院工学研究科航空宇宙工学専攻博士前期課程

・2015.4-2019.3     東北大学理学部物理学科

査読付き学術雑誌

10) Nakai, K., Sasaki, Y., Nagata, T., Yamada, K., Saito, Y., Nonomura, T., “Nondominated-Solution-Based Multi-Objective Greedy Sensor Selection for Optimal Design of Experiments”, Transactions on Signal Processing, IEEE (Published; Volume: 70)

9) Nagata, T., Nakai, K., Yamada, K., Saito, Y., Nonomura, T., Kano, M., Ito, S, Nagao, H., “Seismic wavefield reconstruction based on compressed sensing using data-driven reduced-order model”, Geophysical Journal International (Published; Volume: 233, Issue: 1, April 2023)

8) Nagata, T., Yamada, K., Nonomura, T., Nakai, K., Saito, Y., Ono, S., “Data-Driven Sensor Selection Method Based on Proximal Optimization for High-Dimensional Data With Correlated Measurement Noise”, Transactions on Signal Processing, IEEE (Published; Volume: 70, October 2022)

7) Yamada, K., Saito, Y., Nonomura, T., Asai, K., “Greedy Sensor Selection for Weighted Linear Least Squares Estimation under Correlated Noise”, Access, IEEE (Published; Volume 10, July 2022)

6) Saito, Y., Yamada, K., Kanda, N., Nakai, K., Nagata, T., Nonomura, T., Asai, K., “Data-Driven Determinant-Based Greedy Under/Oversampling Vector Sensor Placement”, COMPUTER MODELING IN ENGINEERING & SCIENCES, TSP (Publishd; Volime: 129, Issue: 1, August 2021)

5) Nagata, T., Nonomura, T., Nakai, K., Yamada, K., Saito, Y., Ono, S., “Data-driven sparse sensor selection based on A-optimal design of experiment with ADMM”, Sensors Journal, IEEE (Published; Volume: 21, Issue: 13, April 2021)

4) Nakai, K., Yamada, K., Nagata, T., Saito, Y., Nonomura, T., “Effect of Objective Function on Data-Driven Greedy Sparse Sensor Optimization”, Access, IEEE (Published; Volume: 9)

3) Yamada, K., Saito, Y., Nankai, K., Nonomura, T., Tsubakino, D., Asai, K., “Fast Greedy Optimization of Sensor Selection in Measurement with Correlated Noise”, Mechanical Systems and Signal Processing, Elsevier (Published; Volume: 158, September 2021)

2) Saito, Y., Nonomura, T., Nankai, K., Yamada, K., Asai, K., Sasaki, Y., Tsubakino, D., “Data-driven Vector-measurement-sensor Selection based on Greedy Algorithm”, Sensors Letters, IEEE (Published; Volume: 4, Issue: 7, July 2020). 

1) Saito, Y., Nonomura, T., Yamada, K., Nakai, K., Nagata, T., Asai, K., Sasaki, Y., Tsubakino, D., “Determinant-based Fast Greedy Sensor Selection Algorithm”, Access, IEEE (Published; Volume: 9, April 2021).

国際会議における発表 (筆頭)
1) Yamada, K., Saito, Y., Nankai, K., Nonomura, T., Asai, K., Okudera, T. “Fast Greedy Optimization of Sensor Selection in Measurement with Correlated Noise” The 72nd Annual Meeting of the American Physical Society Division of Fluid Dynamics, Seattle, USA, Nov., 2019.

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